Prediction model of ocular metastasis from primary liver cancer: Machine learning-based development and interpretation study.

Jin-Qi Sun,Shi-Nan Wu, Zheng-Lin Mou, Jia-Yi Wen,Hong Wei,Jie Zou,Qing-Jian Li,Zhao-Lin Liu,San Hua Xu,Min Kang,Qian Ling,Hui Huang,Xu Chen,Yi-Xin Wang,Xu-Lin Liao,Gang Tan,Yi Shao

Cancer medicine（2023）

引用 0|浏览4

暂无评分

摘要

We used the XGB model to establish a risk prediction model of OM in PLC patients. The predictive model can help identify PLC patients with a high risk of OM, provide early and personalized diagnosis and treatment, reduce the poor prognosis of OM patients, and improve the quality of life of PLC patients.

查看译文

关键词

machine learning, ocular metastasis, primary liver cancer, Shapley additive explanations, XGBoost

AI 理解论文

溯源树

样例

生成溯源树，研究论文发展脉络

Chat Paper

正在生成论文摘要